Data Analysis and Visualization Report¶

In this section of data analysis and Visualization the analysis is carried to get the insights of the dataset to give more meaning. The visualization process involved plotting of bar using matplotlib library to identify the popularity of the dog stage. The following questions were used to guide in the achieving of the objectives.

  1. What is the success rate of the three algorithms?
  2. Which type of dog breed is most favored?
  3. What are the top 5 popular dog names?
  4. What is the Popularity of dog stage?
  5. Which is most favorite dog in 2015, 2016, and 2017?

In answering the question some helpful insights and visuals was drawn as showed below.

Rating of the algorithms

From the algorithms of rating dogs p2_confident has a success rate of 74.87% followed closely by p1_contident with percentage success rate of 73.91. The third algorithm p3_confident has a success rate of 72.30%.

Most favored dog breed

The most favorite dog breed is Golden Retriever, Labrador Retriever, Pembroke, Chihuahua, Pug according to the p1_confident algorithm.

Top five popular dog names

The top five most popular dog names are Oliver, Turker, Charlie, Cooper and Penny, they both have an occurrence of 10 times.

Popularity of dog stage

In the WeRateDogs the most common dog stage is pupper which is followed by the doggo, the third in the popularity is puppo and the last one is floofer. It clear that the pupper will remain most popular even if the three other dog stages are combined. The bar shows the visual presentation.

Dog%20stage.png

Most favorite dog in each year 2015, 2016, and 2017

In 2015

Number of counts: 70671

2015.com.png

Name: Kenneth

Breed: Whippet

Stage: Not availabe

In 2016

Number of counts: 144251

Image not Availble

Name: Not Available

Breed: Labrador Retriever

Stage: doggo

In 2017

Number of counts: 123687

2017.com.png

Name: Not available

Breed: Lakeland Terrier

Stage: puppo